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20122025
most citedHetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of Pipelined Model Parallelism and Data Parallelism

41 citations · 203 across the 38 of their papers we have counts for

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2 papers · 1 filter

cs.AI2020★ 2 cited

Improved Predictive Deep Temporal Neural Networks with Trend Filtering

Youngjin Park, Deokjun Eom, Byoungki Seo +1

Forecasting with multivariate time series, which aims to predict future values given previous and current several univariate time series data, has been studied for decades, with on…

cs.AI2012★ 23 cited

Lifted Inference for Relational Continuous Models

Jaesik Choi, Eyal Amir, David J. Hill

Relational Continuous Models (RCMs) represent joint probability densities over attributes of objects, when the attributes have continuous domains. With relational representations,…